Triple

T10961641
Position Surface form Disambiguated ID Type / Status
Subject USAID Policy Framework E258987 entity
Predicate usedBy P260 FINISHED
Object USAID country missions
USAID country missions are field-based offices that design and implement U.S. foreign assistance programs in specific countries, tailoring development and humanitarian efforts to local contexts and priorities.
E896324 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: USAID country missions | Statement: [USAID Policy Framework, usedBy, USAID country missions]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: USAID country missions
Context triple: [USAID Policy Framework, usedBy, USAID country missions]
  • A. USAID regional bureaus
    USAID regional bureaus are organizational divisions within the U.S. Agency for International Development responsible for planning, managing, and overseeing foreign assistance programs in specific geographic regions.
  • B. UN Country Teams
    UN Country Teams are in-country groups of UN agencies, funds, and programmes that coordinate their efforts to support national development priorities and the implementation of the UN’s work at the country level.
  • C. United States Agency for International Development
    The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
  • D. Bureau for Humanitarian Assistance (USAID)
    The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
  • E. Office of Inspector General of USAID
    The Office of Inspector General of USAID is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse in the programs and operations of the U.S. Agency for International Development.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: USAID country missions
Triple: [USAID Policy Framework, usedBy, USAID country missions]
Generated description
USAID country missions are field-based offices that design and implement U.S. foreign assistance programs in specific countries, tailoring development and humanitarian efforts to local contexts and priorities.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: USAID country missions
Target entity description: USAID country missions are field-based offices that design and implement U.S. foreign assistance programs in specific countries, tailoring development and humanitarian efforts to local contexts and priorities.
  • A. USAID regional bureaus
    USAID regional bureaus are organizational divisions within the U.S. Agency for International Development responsible for planning, managing, and overseeing foreign assistance programs in specific geographic regions.
  • B. UN Country Teams
    UN Country Teams are in-country groups of UN agencies, funds, and programmes that coordinate their efforts to support national development priorities and the implementation of the UN’s work at the country level.
  • C. United States Agency for International Development
    The United States Agency for International Development (USAID) is the primary U.S. government agency responsible for administering civilian foreign aid and development assistance worldwide.
  • D. Bureau for Humanitarian Assistance (USAID)
    The Bureau for Humanitarian Assistance (USAID) is the U.S. government’s lead office for international disaster response and humanitarian aid, providing emergency relief and supporting resilience in crisis-affected communities worldwide.
  • E. Office of Inspector General of USAID
    The Office of Inspector General of USAID is an independent oversight body that conducts audits, investigations, and evaluations to prevent fraud, waste, and abuse in the programs and operations of the U.S. Agency for International Development.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa88500c819097d7032ca578e74f completed April 8, 2026, 7:20 p.m.
NER Named-entity recognition batch_69d7712bf65c8190b847784d885876fd completed April 9, 2026, 9:28 a.m.
NED1 Entity disambiguation (via context triple) batch_69e2d761d3c48190af8e0aedf96ee99f completed April 18, 2026, 12:59 a.m.
NEDg Description generation batch_69e2fab58f588190ae2d33f32e71333b completed April 18, 2026, 3:29 a.m.
NED2 Entity disambiguation (via description) batch_69e317809c0881909e793db965194014 completed April 18, 2026, 5:32 a.m.
Created at: April 8, 2026, 9:23 p.m.